{"id":"W4396544496","doi":"10.1016/j.heliyon.2024.e30522","title":"Acupuncture for cognitive impairment after stroke: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Heliyon","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bureau of Science and Technology of Jiangmen Municipality","keywords":"Acupuncture; Medicine; Meta-analysis; Stroke (engine); Physical therapy; Cognition; Intervention (counseling); Critical appraisal; Physical medicine and rehabilitation; Alternative medicine; Intensive care medicine; Psychiatry; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01100208,0.00279957,0.02059395,0.007491369,0.0007878968,0.002962608,0.002171336,0.002303927,0.003626293],"category_scores_gemma":[0.02415947,0.001225831,0.03290792,0.007187644,0.0006776821,0.001686429,0.00148852,0.00165011,0.0002524047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849672,"about_ca_system_score_gemma":0.00429411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005506947,"about_ca_topic_score_gemma":0.01345758,"domain_scores_codex":[0.9934385,0.00280974,0.00192573,0.0005789631,0.001011314,0.000235608],"domain_scores_gemma":[0.9885802,0.007875632,0.001998708,0.0002804362,0.001099908,0.0001651284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001674964,0.00005074264,0.0015495,0.6522523,0.3262036,0.0001322801,0.0001046367,0.0003610482,0.0002554394,0.0001234665,0.0005726943,0.01671943],"study_design_scores_gemma":[0.0007223801,0.000368252,0.002960094,0.06170535,0.9316521,0.0001427763,0.00005770334,0.0001873718,0.000131865,0.0001756242,0.001869937,0.00002648109],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002319616,0.9966387,0.0002432392,0.0001236755,0.00008420116,0.0002593474,0.0001870152,0.00001386785,0.0001303266],"genre_scores_gemma":[0.06834429,0.927494,0.001692176,0.0005346892,0.000227436,0.001080104,0.0004010424,0.00001401803,0.0002122245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02059395,"threshold_uncertainty_score":0.05818522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09574725809566205,"score_gpt":0.4323992864396509,"score_spread":0.3366520283439889,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}